Reflections

Reflections

Digital solution design, AI and software architecture — case studies.

Results (2)

AI assistants are no longer chatbots: what MCP tunnels made me realize

A field report from an architect's perspective: discovering the tunnels OpenAI introduced to connect ChatGPT to self-hosted MCP servers, and the shift in thinking it triggered about where AI platforms are headed.

July 6, 20267 min read
Technical case study#MCP#Sentry#GlitchTip

MCP + Sentry & GlitchTip: giving context to your AI agents

A hands-on account of integrating Sentry and GlitchTip MCP servers into an AI workflow — why, how, and what you learn along the way.

April 14, 20266 min read